Presentation 2003/1/30
Improvement and Effectiveness of Passive Measurement Depending upon Long Range Dependency of Traffic
Tadashi KOMATSU, Kenji KAWAHARA, Yuji OIE,
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Abstract(in English) Since the Internet has been widespread as communication infrastructure, the amount of traffic becomes increasing rapidly and various types of traffic, such as voice, video, data and so on, have been transmitted. Therefore, it should satisfy Quality of Service (QoS) required by each traffic as well as its end-to-end connectivity, so that the measurement technology for inference of performance such as packet loss rate, transmission delay and available bandwidth becomes greatly important. In passive measurement, current performance can be estimated by some past and already obtained information on routers/links via the corresponding source-destination path. Exponential Moving Average (EMA) is well-known model of passive measurement and widely used because of its simplicity, however, without considering Long Range Dependency of network traffic in its parameter setting. Thus in this paper, we will quantitatively investigate the influence of LRD on EMA estimation of the amount of traffic on some router, and discuss some improvement of EMA and its effectiveness by computer simulation.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Passive Measurement / Long Range Dependency / Performance Estimation / Exponential Moving Average(EMA)
Paper # IN2002-186,IA2002-42
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Committee IA
Conference Date 2003/1/30(1days)
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Registration To Internet Architecture(IA)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Improvement and Effectiveness of Passive Measurement Depending upon Long Range Dependency of Traffic
Sub Title (in English)
Keyword(1) Passive Measurement
Keyword(2) Long Range Dependency
Keyword(3) Performance Estimation
Keyword(4) Exponential Moving Average(EMA)
1st Author's Name Tadashi KOMATSU
1st Author's Affiliation Dept.of Computer Science and Electronics,Kyushu Institute of Technology()
2nd Author's Name Kenji KAWAHARA
2nd Author's Affiliation Dept.of Computer Science and Electronics,Kyushu Institute of Technology
3rd Author's Name Yuji OIE
3rd Author's Affiliation Dept.of Computer Science and Electronics,Kyushu Institute of Technology
Date 2003/1/30
Paper # IN2002-186,IA2002-42
Volume (vol) vol.102
Number (no) 635
Page pp.pp.-
#Pages 6
Date of Issue